Masking in MAMLAdapter

[jisantuc]

Overview

This PR adds masking to the MAMLAdapter for running analyses only on specific areas.

Checklist

• Description of PR is in an appropriate section of the changelog and grouped with similar changes if possible

Demo

Notes

It doesn't include a frontend strategy for letting users specify masks or a backend strategy for getting masks from layers. It just makes it so that we can definitely choose to do one of those things or something else to get a mask.

[WIP] until geotrellis/maml#72 is merged and we can bump the maml version

Testing Instructions

• create an analysis
• in the database, replace its execution parameters with the following json, just changing the project id to a project you have with a scene with at least 1 band. The geometry in this mask is near Sodo, Ethiopia, so a MODIS scene from there would do the trick.

{
  "id": "1c42894b-93ba-4972-83e0-86e8a6f8a47a",
  "args": [
    {
      "id": "d0486baf-e8e6-432c-8dcb-6ca7ad47eedc",
      "args": [
        {
          "id": "dfac657d-9af5-4765-b90b-bdbdc035646a",
          "args": [],
          "type": "const",
          "constant": "1",
          "metadata": {
            "label": "1"
          }
        },
        {
          "id": "b5453973-a92f-4ab8-be31-0f013688f3a2",
          "args": [],
          "band": 1,
          "type": "projectSrc",
          "projId": "CHANGE ME I'M DEFINITELY NOT A UUID",
          "metadata": {
            "label": "x"
          }
        }
      ],
      "apply": "*",
      "metadata": {
        "label": "multiply",
        "collapsable": true,
        "histogramOptions": {
          "range": {
            "max": 5100,
            "min": -10
          },
          "baseScheme": {
            "dataType": "SEQUENTIAL",
            "colorBins": 0,
            "colorScheme": [
              "#440154",
              "#482374",
              "#404387",
              "#345E8D",
              "#29788E",
              "#208F8C",
              "#22A784",
              "#42BE71",
              "#79D151",
              "#BADE27",
              "#FDE724"
            ]
          }
        },
        "renderDefinition": {
          "clip": "none",
          "scale": "SEQUENTIAL",
          "breakpoints": {
            "-10": "#440154",
            "501": "#482374",
            "1012": "#404387",
            "1523": "#345E8D",
            "2034": "#29788E",
            "2545": "#208F8C",
            "3056": "#22A784",
            "3567": "#42BE71",
            "4078": "#79D151",
            "4589": "#BADE27",
            "5100": "#FDE724"
          }
        }
      }
    }
  ],
  "mask": {                                                                                                                                                                                                        
    "type": "MultiPolygon",                                                                                                                                                                                        
    "coordinates": [                                                                                                                                                                                               
      [                                                                                                                                                                                                            
        [                                                                                                                                                                                                          
          [                                                                                                                                                                                                        
            4265797.674539117,                                                                                                                                                                                     
            787607.1394504562                                                                                                                                                                                      
          ],                                                                                                                                                                                                       
          [                                                                                                                                                                                                        
            4122096.061362985,                                                                                                                                                                                     
            816347.4620856825                                                                                                                                                                                      
          ],                                                                                                                                                                                                       
          [                                                                                                                                                                                                        
            4078068.3330707247,                                                                                                                                                                                    
            726457.5168223152                                                                                                                                                                                      
          ],
          [
            4130657.008530925,
            628618.1206172896
          ],
          [
            4222992.938699418,
            590093.8583615617
          ],
          [
            4296983.98207947,
            735018.4639902555
          ],
          [
            4265797.674539117,
            787607.1394504562
          ]
        ]
      ]
    ]
  },
  "apply": "mask",
  "metadata": {
    "label": "mask",
    "collapsable": false
  }
}

• if necessary/if you didn't go to Ethiopia, replace the geometry with a geometry within the bounds of the project you've chosen
• visualize the mask node on the map

Closes #4532

Closes #4169

[notthatbreezy]

Nice